{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Quick start guide"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Load the llava model and processor from hf"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/user/anaconda3/envs/llava/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
      "  from .autonotebook import tqdm as notebook_tqdm\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Loading checkpoint shards: 100%|██████████| 3/3 [00:06<00:00,  2.06s/it]\n",
      "Using a slow image processor as `use_fast` is unset and a slow processor was saved with this model. `use_fast=True` will be the default behavior in v4.48, even if the model was saved with a slow processor. This will result in minor differences in outputs. You'll still be able to use a slow processor with `use_fast=False`.\n"
     ]
    }
   ],
   "source": [
    "import torch\n",
    "from transformers import AutoProcessor, LlavaForConditionalGeneration,LlavaProcessor\n",
    "\n",
    "# model = LlavaForConditionalGeneration.from_pretrained('/data/VLM/llava-v1.5-7b-hf', torch_dtype=torch.bfloat16, low_cpu_mem_usage=True, attn_implementation=\"eager\").to('cuda')\n",
    "\n",
    "model = LlavaForConditionalGeneration.from_pretrained(\n",
    "    '/data/VLM/llava-v1.5-7b-hf',\n",
    "    torch_dtype=torch.bfloat16,\n",
    "    low_cpu_mem_usage=True,\n",
    "    attn_implementation=\"eager\",\n",
    "    device_map=\"auto\"  # 自动分配到可用GPU\n",
    ")\n",
    "processor = LlavaProcessor.from_pretrained('/data/VLM/llava-v1.5-7b-hf', patch_size=14)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "image_path_list=[\"/data/dataset/sam/images/sa_105.jpg\",\n",
    "                 \"/data/dataset/sam/images/sa_109.jpg\",\n",
    "                 \"/data/dataset/sam/images/sa_118.jpg\",\n",
    "                 \"/data/dataset/sam/images/sa_132.jpg\",\n",
    "                 \"/data/dataset/sam/images/sa_134.jpg\",\n",
    "                 \"/data/dataset/sam/images/sa_137.jpg\"\n",
    "                 ]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Model running on one example from TextVQA"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Model's original answer:  1\n",
      "Answer with Vicrop:       1\n"
     ]
    },
    {
     "data": {
      "image/jpeg": 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",
      "image/png": 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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=500x345>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from PIL import Image, ImageDraw\n",
    "from run import vicrop_qa\n",
    "\n",
    "model_name = 'llava'\n",
    "method_name = 'rel_att'\n",
    "image_path = image_path_list[5]\n",
    "question = 'Find all the people in the picture and locate their positions.'\n",
    "short_question = 'Find all the people in the picture and locate their positions.'\n",
    "\n",
    "# Run the Vicrop method\n",
    "ori_answer, crop_answer, bbox = vicrop_qa(model_name, method_name, image_path, question, model, processor, short_question)\n",
    "\n",
    "print(f'Model\\'s original answer:  {ori_answer}')\n",
    "print(f'Answer with Vicrop:       {crop_answer}')\n",
    "\n",
    "# Visualize the bounding box\n",
    "image = Image.open(image_path).convert(\"RGB\")\n",
    "image_draw = ImageDraw.Draw(image)\n",
    "image_draw.rectangle(bbox, outline='red', width=4)\n",
    "display(image.resize((500, 500*image.size[1]//image.size[0])))"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Visualize the attention map"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "from llava_methods import *\n",
    "from utils import *\n",
    "question = 'Find all the people in the picture and locate their positions.'\n",
    "general_question = 'Write a general description of the image.'\n",
    "\n",
    "prompt = f\"<image>\\nUSER: {question} Answer the question using a single word or phrase.\\nASSISTANT:\"\n",
    "general_prompt = f\"<image>\\nUSER: {general_question} Answer the question using a single word or phrase.\\nASSISTANT:\"\n",
    "\n",
    "att_map = high_res(rel_attention_llava, image, prompt, general_prompt, model, processor)\n",
    "\n",
    "plt.imshow(att_map, interpolation='none')\n",
    "plt.axis('off')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Another example on high-resolution image (from Vstar bench)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Visualize the attention map"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "llava",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.17"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
